SAM Struggles in Concealed Scenes -- Empirical Study on "Segment
Anything"

SAM Struggles in Concealed Scenes -- Empirical Study on "Segment Anything"

12 April 2023

Ming-Ming Cheng

Luc Van Gool

Papers citing "SAM Struggles in Concealed Scenes -- Empirical Study on "Segment Anything""

13 / 63 papers shown

Title
An Empirical Study on the Robustness of the Segment Anything Model (SAM) Yuqing Wang Yun Zhao Linda R. Petzold VLM 29 29 0 10 May 2023
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey Yichi Zhang Rushi Jiao MedIm VLM 34 26 0 05 May 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 106 286 0 26 Apr 2023
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation Peilun Shi Jianing Qiu Sai Mu Dalike Abaxi Hao Wei Frank P.-W. Lo Wu Yuan LM&MA VLM MedIm 21 96 0 25 Apr 2023
Segment Anything in 3D with Radiance Fields Jiazhong Cen Jiemin Fang Zanwei Zhou Chen Yang Lingxi Xie Xiaopeng Zhang Wei-Ming Shen Qi Tian 41 43 0 24 Apr 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 46 453 0 24 Apr 2023
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model Yizhe Zhang Tao Zhou Shuo Wang Peixian Liang Da Chen MedIm VLM 38 80 0 22 Apr 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng Xu Ming-Ming Cheng Daniel Gehrig Luc Van Gool 35 69 0 21 Apr 2023
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate Songhua Liu Jingwen Ye Xinchao Wang DiffM 26 18 0 19 Apr 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 35 64 0 15 Apr 2023
Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications Wei Ji Jingjing Li Qi Bi Tingwei Liu Wenbo Li Li Cheng LLMAG VLM AI4TS 37 181 0 12 Apr 2023
One-Step Abductive Multi-Target Learning with Diverse Noisy Samples and Its Application to Tumour Segmentation for Breast Cancer Yongquan Yang Fengling Li Yani Wei Jie Chen Ning Chen Mohammad H. Alobaidi Hong Bu 26 8 0 20 Oct 2021
Salient Object Detection via Integrity Learning Mingchen Zhuge Deng-Ping Fan Nian Liu Dingwen Zhang Dong Xu Ling Shao AAML 60 296 0 19 Jan 2021